Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "176"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 176 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 243 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 227 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_16196/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 176, Node 12:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 2.16% 24.86% 0.068749 -0.226158 0.408306 -0.926318 -0.552905 -0.549489 2.248728 2.145603 0.7380 0.7636 0.2775 3.214716 3.478371
2459593 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.588708 -0.761226 0.665345 -0.799438 -0.350216 -0.256338 3.879407 4.813314 0.7051 0.7042 0.2679 5.417760 5.199104
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.713664 -0.767981 0.866332 -0.808824 -0.976400 -1.095616 -1.972176 -0.166284 0.0309 0.0285 0.0013 nan nan
2459591 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 2.528781 -0.884094 0.764023 -0.918108 -1.122225 -0.938127 -0.689748 0.756625 0.6323 0.6546 0.3899 1.462875 1.472591
2459590 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 2.838081 -0.443012 0.969030 -0.747299 0.207088 -1.276953 0.075755 0.347539 0.6372 0.6533 0.3829 1.267617 1.227024
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 20.43% 1.555789 -0.813309 0.879659 -0.960262 0.082988 0.431913 2.519488 3.244282 0.6610 0.6696 0.3164 1.721560 1.575663
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 1.013762 -0.778417 0.667980 -0.579641 -0.609468 -0.400191 3.237371 3.742929 0.7511 0.7425 0.2333 2.211784 2.117671
2459587 digital_ok 0.00% - - - 3.50% 96.50% 2.447981 -0.671820 1.866578 -0.601148 -0.739463 -0.982855 -1.223167 2.338349 nan nan nan 76.060757 63.635180
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 7.03% 0.00% 1.203666 -0.579912 -0.635118 0.019034 -0.742404 -0.832011 -0.487532 1.186349 0.6141 0.6343 0.3870 1.467746 1.489592
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.499024 0.108162 -0.901883 -0.462838 -0.771120 3.328944 -1.609221 -0.867514 0.0333 0.0322 0.0011 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.589082 0.016867 0.162130 0.141575 -1.327281 -1.211411 0.086657 0.734803 0.5780 0.5985 0.3788 4.171402 4.657919
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 3.23% 0.00% 3.559118 -1.122522 -0.625545 -0.400071 0.490930 -0.678737 -0.551067 0.987171 0.6337 0.6547 0.4025 1.340218 1.387957
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 2.70% 0.00% 2.887341 -0.859818 -0.311158 -0.273051 -0.586230 -1.029507 -0.691297 0.321224 0.6339 0.6535 0.4059 1.365350 1.325046
2459581 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.236594 -0.939741 -0.738368 -0.782282 -0.135772 -0.818579 -0.354686 0.817270 0.6360 0.6562 0.4056 3.236243 3.265368
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% 3.187096 -0.736384 -0.097318 -0.675735 -0.136860 -0.567713 -0.103477 1.796839 0.6386 0.6579 0.3986 1.338886 1.353124
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.403918 -0.702451 -0.077388 -0.085977 -0.294018 -0.868007 -0.566069 0.813702 0.6245 0.6454 0.4109 0.000000 0.000000
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.074048 0.006927 -0.164013 -0.691114 -0.886778 -0.995284 -0.689929 -1.477359 0.0305 0.0282 0.0014 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 16.22% 3.277153 -1.215692 -0.672010 -0.621386 -0.355726 -0.665464 -0.635990 1.040921 0.6359 0.6575 0.3991 1.443985 1.344734
2459576 digital_ok 0.00% 0.00% 0.00% 0.00% 4.84% 0.54% 2.662726 -0.775949 -0.506191 -0.253038 -0.091783 -0.607593 -0.440579 0.140867 0.6593 0.6790 0.4029 1.362968 1.311817
2459575 digital_ok 0.00% 0.00% 0.00% 0.00% 4.30% 0.54% 1.802952 -0.705168 -0.720515 -0.280685 -0.459252 -0.465709 -0.224736 0.048450 0.7060 0.7203 0.3583 1.601426 1.585532
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 2.824386 -0.742076 -0.753631 -0.365876 -0.914540 -0.349708 -0.802365 -0.091493 0.6538 0.6765 0.4010 1.440180 1.381531
2459573 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 3.504156 -0.582118 -0.394993 -0.476894 -0.353481 -0.656420 -0.375577 1.677321 0.6465 0.6707 0.4085 1.413422 1.389763
2459572 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 3.189249 -0.743664 -0.577307 -0.339363 -0.574411 -0.726464 -0.289642 2.741482 0.6581 0.6791 0.4013 1.468897 1.483189
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.116540 0.030454 -0.098177 -0.749469 0.204210 -1.370445 -0.786631 -1.655618 0.0308 0.0279 0.0016 nan nan
2459570 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.199357 6.109568 7.502678 8.309130 5.220522 6.514768 3.732587 4.170816 0.6509 0.6890 0.3889 4.704413 5.320431
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 3.057935 -0.629449 -0.623778 -0.473723 -0.020099 0.448538 0.121277 0.173424 0.7152 0.7290 0.2727 1.844696 1.751614
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 2.565211 -0.832076 -0.604460 -0.324348 0.059676 -0.673379 0.030470 1.210990 0.6423 0.6649 0.4194 1.536523 1.583411
2459565 digital_ok 0.00% - - - 86.67% 0.00% -0.056602 -0.056602 -0.073735 -0.073735 0.553413 0.553413 0.061081 0.061081 nan nan nan 0.000000 0.000000
2459564 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.088583 -1.484484 -3.746401 -4.679071 7.799133 8.671598 -0.407084 0.387503 0.6453 0.6636 0.4139 4.209230 4.406956
2459563 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.910306 6.800551 -0.269204 23.481596 -0.365956 14.560558 0.772455 -1.173755 0.6560 0.6557 0.4054 3.617242 3.096087
2459562 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 1.659364 -0.934808 -0.488125 -0.042113 0.725263 0.574481 0.243700 2.108691 0.6595 0.6824 0.4051 1.563764 1.567103
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 1.473806 -0.977391 -0.344163 -0.042741 1.050933 0.524429 0.128606 0.307649 0.6523 0.6745 0.4184 1.493763 1.452737
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 0.928185 0.851699 0.271118 0.096101 -1.231410 -0.999051 -1.378282 -1.198961 0.6402 0.6642 0.4059 1.540758 1.540639
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 12.37% 1.61% 3.390374 -0.806046 -0.331790 -0.216152 0.187275 -0.622832 -0.029087 1.836697 0.6488 0.6657 0.4173 1.473042 1.477269
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0298 0.0274 0.0016 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.54% 2.991514 -0.680655 -0.262791 -0.088258 -0.611639 -0.354991 -0.152754 2.169640 0.6526 0.6708 0.4061 1.440445 1.399985
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6576 0.6767 0.4180 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6537 0.6742 0.4156 nan nan
2459552 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 3.086442 -0.769957 -0.068704 -1.001069 -0.365992 -0.469664 0.965350 1.451941 0.6640 0.6836 0.4090 1.508818 1.564700
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 1.262052 -0.931832 -0.658818 -0.145796 0.869081 0.475758 0.045484 0.735604 0.6543 0.6763 0.4106 1.520511 1.491585
2459550 digital_ok - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0486 0.0477 0.0010 nan nan
2459549 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% 2.822116 -0.696803 -0.608461 -0.627146 -0.621198 -0.428658 -0.040197 0.944559 0.7096 0.7142 0.3890 1.486623 1.434337
2459541 digital_ok 0.00% 1.79% 1.79% 0.00% 21.88% 0.00% 2.560176 -0.714953 0.155815 -0.961344 -0.007955 -0.565316 1.451080 1.224369 0.6997 0.7024 0.3545 1.480156 1.423668
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 0.00% 2.122782 -1.190861 -0.606062 -0.049597 -0.193101 -0.390200 0.250677 0.783173 0.7132 0.7125 0.3707 1.490989 1.514889
2459536 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.142974 -1.216709 0.391080 -0.733475 -0.336574 -0.511402 0.526393 1.597030 0.6757 0.6903 0.4507 0.000000 0.000000
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% 1.562445 -1.053759 -0.403207 -0.071016 -0.389328 -0.131984 1.668516 2.070018 0.7558 0.7385 0.3885 1.681531 1.611905
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 20.98% 0.00% 1.818450 -1.232960 -0.235644 -0.078960 -0.216053 -0.120066 0.760639 1.228037 0.7430 0.7292 0.3826 1.541287 1.543294
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.00% 2.484031 -0.658870 -0.496277 -0.692376 -0.312563 -0.272692 -0.306760 0.375086 0.6777 0.6922 0.4221 1.699957 1.544130
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 5.00% 0.00% 3.390098 -0.138642 -0.213014 -0.199679 -0.617639 0.166178 -0.548436 -0.416671 0.6787 0.6918 0.4213 1.576949 1.547138
2459530 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.229027 0.005829 -0.443712 -0.777170 -1.190798 -0.801010 -0.472136 -1.086805 0.0308 0.0313 0.0022 nan nan
2459508 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.638033 -1.125203 -0.700895 -0.904329 0.674913 0.672918 4.253230 5.669747 0.8897 0.9215 0.2312 0.000000 0.000000
2459505 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.765053 -0.564969 0.433024 0.028943 2.306967 4.280127 0.583307 0.151111 0.0859 0.0654 0.0063 0.000000 0.000000
2459503 digital_ok 0.00% 0.00% 0.00% 0.00% 89.47% 0.00% 0.462614 -0.750072 0.214525 -0.924219 -0.228481 0.549134 -0.374719 -0.453915 0.8584 0.8461 0.4976 0.000000 0.000000
2459501 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.107050 -1.172987 0.016683 -1.037526 1.022095 -0.844799 0.826987 0.414313 0.0891 0.0952 0.0117 0.000000 0.000000
2459500 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.339831 -0.919762 -0.813610 -1.320196 0.292976 -0.122645 0.731721 0.672720 0.0996 0.0848 0.0128 0.000000 0.000000
2459499 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.455901 -0.999217 -0.867149 -1.229340 0.266978 0.304115 2.499973 5.841581 0.0795 0.0822 0.0059 0.000000 0.000000
2459498 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.976096 -1.283402 -0.418179 -1.089754 0.661711 -0.232475 -0.636549 -0.115906 0.1015 0.0900 0.0160 0.000000 0.000000
2459497 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.303024 -1.190195 0.006948 -1.120641 1.468893 0.080508 -0.641128 -0.017234 0.1015 0.0973 0.0133 0.000000 0.000000
2459496 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.096665 -1.571570 -0.397577 -0.988961 0.754130 0.054172 1.293802 0.616571 0.1259 0.1167 0.0186 0.000000 0.000000
2459495 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.898009 -1.381403 -0.531928 -0.926018 0.791886 0.247881 3.009692 1.549522 0.1069 0.1064 0.0167 0.000000 0.000000
2459494 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.410575 -1.305605 -0.844151 -0.758219 1.716266 0.680692 -0.273543 -0.251585 0.0965 0.1025 0.0127 0.000000 0.000000
2459492 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 5.088566 -0.827929 0.610209 -1.602846 1.047580 -0.846627 -0.350197 0.699568 0.0848 0.1117 0.0196 0.000000 0.000000
2459491 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.809137 -0.837813 0.856251 -1.416920 0.142580 -0.539892 0.049613 0.063666 0.0937 0.1177 0.0147 0.000000 0.000000
2459490 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.069532 -0.910362 0.733246 -1.978860 0.507149 -0.391201 0.937765 3.364748 0.7206 0.7892 0.3851 0.000000 0.000000
2459489 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.010339 -0.992484 0.810158 -1.580050 1.871332 -0.024435 0.655250 1.649291 0.7426 0.7989 0.3311 0.000000 0.000000
2459488 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.786333 -0.822129 0.366492 -1.281772 1.861998 -0.116953 1.060723 1.632577 0.7417 0.8005 0.3648 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 176: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Power 1.679598 0.474408 -0.024172 1.679598 -0.453755 1.324173 -0.438622 -0.380983 -0.673617

Antenna 176: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Power 0.703896 -0.483172 -0.390152 0.703896 -0.566601 0.542758 0.111827 -0.177032 -0.227663

Antenna 176: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Temporal Variability 1.024399 -0.218646 -0.230691 0.983738 -0.391435 1.024399 -0.361161 -1.028020 -0.558774

Antenna 176: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Temporal Variability 0.795612 -0.322158 -0.147330 -0.278601 0.774731 -0.213819 0.795612 -0.434998 -1.443379

Antenna 176: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Power 1.228907 0.000498 -0.000498 1.228907 -0.892004 1.014582 -0.122967 -1.159850 -0.518265

Antenna 176: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Power 7.313507 0.425376 0.225543 7.313507 -0.123255 2.927545 -0.150369 -0.611081 -0.708877

Antenna 176: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Power 6.221691 0.109899 1.050873 -0.911795 6.221691 0.000654 5.478454 -0.659102 -1.253592

Antenna 176: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Shape 0.105785 -0.092621 0.105785 -0.038411 -0.493501 -0.095174 -0.805648 -1.163327 -0.771069

Antenna 176: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Shape -0.024029 -0.101405 -0.024029 -0.052683 -0.064324 -0.265447 -0.604862 -1.158297 -0.983952

Antenna 176: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Temporal Variability -0.279159 -0.789670 -1.132236 -0.774894 -0.971114 -0.279159 -0.442764 -0.531227 -0.824988

Antenna 176: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Shape -0.009829 -0.332247 -0.009829 -0.036792 -0.301596 -0.803202 -1.091368 -1.206071 -0.611463

Antenna 176: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Temporal Discontinuties 5.782554 0.994399 -0.163615 -0.687686 0.265156 -0.378617 1.220234 -0.083359 5.782554

Antenna 176: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Temporal Variability 2.127470 -0.743427 0.017487 -0.876987 1.876762 -0.622891 2.127470 -0.644025 -1.611779

Antenna 176: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Power -0.099428 -0.863888 -0.971531 -0.795682 -0.099428 -1.371960 -0.216473 -1.018304 -0.204302

Antenna 176: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Temporal Discontinuties 0.315021 -0.804358 -0.798863 -0.053476 -0.958854 -0.133521 -1.219182 0.315021 -0.798594

Antenna 176: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 1.123116 -0.985847 -0.039804 -0.642686 1.123116 -0.302499 0.805490 -0.412297 -1.323520

Antenna 176: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 2.007446 -0.996592 0.153037 -0.731144 2.007446 -0.511617 0.679315 -0.722602 -1.246761

Antenna 176: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 2.432183 0.405337 -0.790560 2.432183 -0.842417 1.331663 -0.487534 -1.964862 -0.656254

Antenna 176: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Power -0.003016 -1.058702 -0.865772 -0.943158 -0.003016 -1.574331 -0.063059 -1.033084 -0.208076

Antenna 176: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Temporal Discontinuties 0.080581 -1.010909 -1.190868 -0.055804 -1.167904 -0.231885 -1.547925 0.080581 -0.852165

Antenna 176: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 2.562443 -0.650178 0.624176 -0.675169 2.562443 -0.181595 0.648456 -0.644738 -1.678579

Antenna 176: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 0.251297 -0.584541 -0.909133 0.251297 -0.491467 -1.227884 -0.454303 -1.078115 -0.616954

Antenna 176: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 1.351382 -0.915423 0.029492 -0.466659 1.351382 -0.287710 -0.125323 1.199629 -1.683706

Antenna 176: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Temporal Variability 2.853910 0.175271 -0.914601 2.686150 -0.836365 2.853910 -0.783183 -2.899243 -0.311979

Antenna 176: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 176: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Temporal Discontinuties 1.143783 -0.431486 -0.751033 0.288370 -0.047281 -0.679425 -0.248194 -1.310874 1.143783

Antenna 176: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Temporal Discontinuties 1.222790 -1.038775 -0.637636 -0.266461 0.125332 -0.292152 -0.285479 1.222790 -1.111626

Antenna 176: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Temporal Discontinuties 1.367084 -0.693269 -0.765474 -0.420945 -0.085515 -0.821830 0.000595 -1.085114 1.367084

Antenna 176: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Temporal Discontinuties 0.421683 -0.512660 -0.843541 -0.140856 -0.050057 -0.807599 -0.523744 -1.375234 0.421683

Antenna 176: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Temporal Discontinuties 0.733868 -0.641291 -0.663535 0.083066 -0.218752 0.033528 -1.042200 0.733868 0.076121

Antenna 176: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 2.430611 0.348494 -0.186380 2.430611 -0.661967 0.934078 0.009992 2.235900 1.331587

Antenna 176: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Temporal Variability 3.074430 0.580180 -0.443375 2.695695 -0.783323 3.074430 -0.257367 -1.461668 0.725201

Antenna 176: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Temporal Discontinuties 2.096003 -0.653386 -0.812777 -0.642876 -0.097395 -1.030112 -0.151210 -1.146397 2.096003

Antenna 176: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 0.795191 -0.266357 -0.906439 0.795191 -0.163464 -0.189474 -0.036376 -1.087434 0.216981

Antenna 176: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 1.258708 1.044948 -0.612385 1.258708 -0.818931 -0.680349 -1.426771 -1.394068 -1.619276

Antenna 176: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 Not Found ee Shape 1.896764 0.083848 1.896764 -0.309268 1.553923 -1.381567 -0.748174 -1.870048 -0.772092

Antenna 176: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Temporal Discontinuties 1.390142 -0.679260 -0.415459 0.019001 -0.594515 -0.001556 -1.052646 1.390142 -0.740577

Antenna 176: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Shape 1.845846 1.845846 -0.424309 1.132304 -0.785756 0.492227 -0.424700 -1.571004 -1.340138

Antenna 176: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 4.683668 0.302476 -0.886423 4.683668 -0.910434 3.183937 -0.527712 -1.289900 0.342825

Antenna 176: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Shape 1.855719 1.855719 0.027506 1.201671 -0.887848 -0.769976 -0.995606 -1.024843 -1.411361

Antenna 176: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 3.009313 0.017608 2.574765 -0.143092 3.009313 -1.589515 -1.914572 -1.522127 -0.931078

Antenna 176: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 2.510360 1.816910 -0.844739 2.510360 -0.869150 1.554600 -1.550987 -1.403634 -1.879753

Antenna 176: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 3.784372 0.454083 -0.870188 3.784372 -0.664544 0.000508 1.326053 -1.854573 1.960112

Antenna 176: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Temporal Discontinuties 2.230056 -0.842148 -0.299230 -0.354346 0.468969 -0.163698 0.017139 2.230056 -1.021138

Antenna 176: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 1.505815 -0.683162 1.177622 -0.533406 1.505815 -1.217498 -0.675582 -1.168698 -0.965294

Antenna 176: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 1.385905 -0.536959 0.998321 -0.575337 1.385905 -1.360200 -0.646855 -1.461632 -0.946389

Antenna 176: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 176: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 2.869478 -0.420015 0.520231 -0.534724 2.869478 0.075277 2.516609 0.850947 -1.405841

Antenna 176: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 1.425711 0.820935 -0.684887 1.425711 -0.601238 -0.977670 -1.095955 -1.016758 -1.441592

Antenna 176: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Temporal Variability 1.796417 -0.910209 0.295057 -0.937760 1.094410 -0.969665 1.796417 -1.251856 -1.107068

Antenna 176: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Temporal Variability 1.521890 -0.675293 0.208289 -0.634957 0.864614 -1.238327 1.521890 -1.373339 -1.232132

Antenna 176: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 1.130911 -0.735386 0.882539 -0.782381 1.130911 -0.372478 -0.203011 -1.587805 -1.259733

Antenna 176: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 0.946928 -0.799020 0.296265 -0.887313 0.946928 -0.954288 0.400466 -0.713812 -0.580655

Antenna 176: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 2.605054 0.233342 -0.467972 2.605054 -0.848443 2.051208 -0.462650 -1.726087 -0.059224

Antenna 176: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 1.024332 0.130620 -0.771583 1.024332 -0.873402 -0.254892 -1.147743 -0.159547 -0.013740

Antenna 176: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Temporal Variability 1.730357 -0.806653 0.297807 -0.720159 0.972211 -1.836987 1.730357 -1.295280 -1.031190

Antenna 176: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 1.281550 0.728571 -0.686519 1.281550 -0.883839 -1.340212 -1.298207 -1.154357 -1.532537

Antenna 176: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 176: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Temporal Variability 1.121585 0.499866 -0.776729 1.040438 -0.663307 1.121585 -1.323379 -1.300165 -1.451190

Antenna 176: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 3.527230 0.530832 -0.584591 3.527230 -0.838196 2.857470 -0.509651 -1.918155 1.323232

Antenna 176: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 1.249665 -0.736870 0.791432 -0.584899 1.249665 -1.029730 -0.001197 -1.285426 -1.201669

Antenna 176: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 3.069034 -0.680491 0.603665 -0.819206 3.069034 -0.440930 1.578428 1.355504 -0.730663

Antenna 176: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 0.281494 0.055638 0.271027 -0.595933 0.281494 -1.444191 -1.003273 -1.139067 -0.957046

Antenna 176: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 0.621261 0.187866 0.515634 -0.322032 0.621261 -1.225203 0.042478 -1.172995 -0.966470

Antenna 176: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 3.614912 0.293963 -0.945803 3.614912 -0.543883 2.877614 -0.217728 -1.671591 2.303518

Antenna 176: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Power 0.247254 -0.600022 -0.472956 0.247254 -0.003339 0.136648 0.118816 -0.677020 -0.445830

Antenna 176: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 0.538001 0.203500 0.480853 -0.232021 0.538001 -1.453684 0.205962 -1.191722 -0.829953

Antenna 176: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 1.050605 -0.469572 0.929878 -1.061685 1.050605 -1.284073 -0.825895 -1.486989 -1.129544

Antenna 176: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Temporal Variability 2.118252 -0.254081 1.172201 -1.034688 1.883476 2.118252 0.720352 -1.468960 -1.589405

Antenna 176: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Temporal Discontinuties 3.593720 0.083418 -0.354285 3.101837 -0.791509 -0.770905 0.378384 -1.336944 3.593720

Antenna 176: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 0.932553 -0.557170 0.087558 -0.103728 0.932553 -0.668659 -1.123218 0.093541 -1.072206

Antenna 176: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Temporal Discontinuties 29.450240 24.471761 24.471761 23.136921 23.136921 19.374402 19.374402 29.450240 29.450240

Antenna 176: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 176: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Temporal Discontinuties 2.031462 1.899475 1.899475 1.879159 1.879159 1.834042 1.834042 2.031462 2.031462

Antenna 176: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 N12 digital_ok ee Power 2.055629 -1.065405 0.285683 -0.989624 2.055629 -0.785336 1.812714 0.257676 -1.727438

Antenna 176: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Temporal Discontinuties 3.375632 0.062846 -0.512136 3.372659 -0.669224 1.825358 -0.210269 3.375632 0.314865

Antenna 176: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 12 digital_ok nn Temporal Discontinuties 2.997182 0.254909 1.136549 1.255686 -0.189261 -0.531774 0.509578 -0.049356 2.997182

Antenna 176: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 12 digital_ok nn Temporal Discontinuties 6.519971 0.445279 -0.909817 3.580348 -0.434809 -0.254567 -0.397313 -1.010551 6.519971

Antenna 176: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Power 3.815917 0.557203 -0.965324 3.815917 -0.415049 2.455385 -0.295827 -2.504763 0.613470

Antenna 176: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 12 digital_ok nn Temporal Discontinuties 2.024002 -0.005060 -0.647729 1.461537 -0.094785 -0.351009 0.284015 -1.206705 2.024002

Antenna 176: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 176: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Power 3.118489 -0.589432 0.130103 -0.714235 3.118489 1.216833 -1.631962 0.659101 -4.178726

Antenna 176: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Power 1.886143 -0.731725 0.242980 -0.768664 1.886143 -0.901470 0.282421 1.310955 -0.924582

Antenna 176: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Power 1.787813 -0.464682 0.809388 -0.774643 1.787813 -1.094555 0.574108 0.965240 -1.011158

Antenna 176: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Power 2.866463 0.358753 -0.930601 2.866463 -0.647693 0.235468 -0.420565 -0.944367 1.621265

Antenna 176: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Power 3.129595 -0.830823 0.501665 -0.037323 3.129595 -0.778523 0.675001 2.055502 -1.745109

Antenna 176: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Power 2.822779 0.698273 -0.516363 2.822779 -0.827403 2.243007 -0.420647 -1.566364 0.511796

Antenna 176: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Power 3.283207 -0.712944 0.631657 -0.947263 3.283207 -0.757942 0.704370 0.721203 -1.322530

Antenna 176: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Power 3.112307 0.781495 -0.974537 3.112307 -0.679310 2.952048 -0.197094 -1.726648 0.752475

Antenna 176: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Power 3.171584 -0.588043 0.367593 -0.504355 3.171584 -0.978046 -0.042177 1.021238 -1.040093

Antenna 176: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Power 2.602515 -0.584677 0.342685 -0.765910 2.602515 -0.484401 1.626590 -0.350548 -1.738089

Antenna 176: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 176: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Shape 1.213071 -1.110925 1.213071 0.018173 0.794563 -1.359300 0.127901 -1.026291 -1.141591

Antenna 176: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Temporal Variability 4.133659 0.851840 -0.700189 3.284074 -0.790333 4.133659 -0.660974 1.326941 2.301623

Antenna 176: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 176: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 12 digital_ok nn Shape 1.047146 -0.224288 1.047146 0.378886 -0.682669 -0.755927 -1.739280 -1.308755 -1.852557

Antenna 176: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Temporal Variability 6.749120 -0.136908 0.730200 -0.580900 4.872093 -0.262900 6.749120 0.216448 -1.109508

Antenna 176: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Shape 1.679106 1.679106 -1.010593 0.584859 -0.294831 -0.962462 -1.032264 -1.325720 -1.333360

Antenna 176: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Power 3.789815 -0.375203 0.885212 -0.972181 3.789815 -0.448691 3.050355 2.977076 -0.018155

Antenna 176: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
176 12 digital_ok ee Power 3.886465 0.546009 -0.500657 3.886465 -0.608798 3.360196 -0.153569 -0.260661 1.794237